Thesis 01Memory is all you need.Read the essay

Features · 55 read agents · 10 operational areas · Last updated May 2026

55 read agents. 10 operational areas. One conversation.

TalkERP ships with a pre-built library of purpose-built read agents for Epicor Kinetic — every major operational area, every common question. Run them with one sentence. Citations included, audit trail recorded.

55

Read agentsPre-built, audited, ready Day 1

10

Operational areasCustomer · Order · Financial · …

4

Native connectorsEpicor · Plaid · M365 · Docs

01 · Questions you can ask

Real questions, not feature checklists.

Below are twenty-four questions, drawn from real operator queries at our design partner. If your team asks the same kind of questions today and waits hours or days for a report, TalkERP returns them in seconds.

Cash & ARReadReason
  • What is our cash position across all bank accounts right now?
  • Show me AR over 60 days, biggest first, with last contact dates.
  • Are any of the customers I quoted last week flagged as slow payers?
  • Reconcile this week’s deposits against the invoices they paid.
Jobs & productionReadAnalyze
  • Which jobs are tracking over estimate this week, and by how much?
  • What is the average margin on our last 20 jobs with this customer?
  • How many setup hours did Job #DEMO-001 burn — was it normal?
  • Show me jobs at risk of missing their promise date in the next two weeks.
CustomersReadReasonAnalyze
  • Give me everything on this customer — orders, AR, last contact, margin trend.
  • Which customers have grown more than 20% YoY?
  • What did we promise the customer in the last email thread on this order?
  • Which customers are due for a price review this quarter?
Vendors & purchasingReadAnalyze
  • Which vendors regularly ship short? Rank by frequency.
  • What did we pay this vendor across all POs in the last 12 months?
  • Pull every open PO that is past its expected receipt date.
  • Reconcile this vendor statement against our AP ledger.
Inventory & materialsReadAnalyze
  • What is on hand for these 12 part numbers across both warehouses?
  • Which raw materials are below safety stock right now?
  • Show me parts we have not moved in 180 days, with their carrying cost.
  • What did we pay for this material 12 months ago vs. today?
BriefingsAnalyze
  • Give me my Monday briefing: cash, AR risk, late jobs, anything I should know.
  • Summarize Q3 performance for the hospitality segment.
  • What changed since last week that I should pay attention to?
  • Draft the operations section of the board pack.

02 · What ships in the box

Ten operational areas. Every agent earned its place.

Every read agent in TalkERP was built because an operator at our design partner needed it. Nothing is here because it demos well. Each area ships with a curated set of agents that cover the operational questions teams actually ask — not every API Epicor exposes, but every one worth asking about.

Customer9 agents
ReadReasonAnalyzeConnect

Customer 360 lookups, contact and ship-to detail, credit-status views, AR aging, customer-specific price lists, customer relationships and bill-to networks.

Order8 agents
ReadReasonAnalyzeConnect

Live order balance, releases and ship dates, backlog by week / customer / part, order-line and release-level drill-down, full order-to-cash trail.

Shipping6 agents
ReadReasonAnalyzeConnect

Open shipments, consolidated shipping schedule, ready-to-ship view, pack-slip detail and tracking, shipment-line search across all pack slips.

Parts & Pricing6 agents
ReadReasonAnalyzeConnect

Part master and search, customer-part and vendor-part cross-reference, price lookups with quantity breaks, product-group taxonomy.

Financial & P&L8 agents
ReadReasonAnalyzeConnect

Daily cash position (Epicor + Plaid), order / customer / job / product P&L, quote-vs-actual, WIP summary, margin analysis.

Production & Operations4 agents
ReadReasonAnalyzeConnect

Production capacity, job overruns, late jobs, margin by closed job.

Alerts & Monitoring3 agents
ReadReasonAnalyzeConnect

Sales backlog, expiring quotes (with AI follow-up email drafts), credit-hold watch.

CRM3 agents
ReadReasonAnalyzeConnect

Activity record detail and search by customer / rep / type, activity dashboard (open follow-ups, overdue callbacks, top customers).

Search & Reporting4 agents
ReadReasonAnalyzeConnect

Universal search across every Epicor entity in one query, export any tabular answer to Excel or CSV, Trendy adoption and time-saved metrics, ROI benchmarks.

Knowledge Base4 agents
ReadReasonAnalyzeConnect

Search learned business facts, retrieve everything an entity knows (the Entity Hub), traverse entity relationships, audit knowledge with source and date.

Each operational area composes from a deeper library of 180+ tool primitives across the Epicor modules they touch — AR, AP, GL, Cash Management, Sales, Orders, Jobs, Inventory, Purchasing, Engineering, Shipping, CRM, Labor, Quality, MRP, Service, Attachments, Administration. Additional connector-specific agents (Plaid banking, Microsoft 365 email, AP invoices, attachments, quote intelligence) activate per-tenant as each connector is enabled — the public count above is the conservative admin-session baseline. For technical depth on how this maps, see the Trust page architecture section.

03 · The connectors

Native connectors, included on every paid plan.

No middleware. No professional services. No “request the integration team to estimate the connector for Q3.”

Epicor KineticLive

Direct REST API · read access across operations · 55 read agents

PlaidLive

Live bank balances + transactions · 12,000+ US institutions

Microsoft 365Live

Email + calendar context · Outlook integration · read-only

Document layerLive

PDF parsing for vendor statements, drawings, spec sheets

Slack

In design · cohort-driven

Salesforce

In design · cohort-driven

NetSuite (bridge)

Cohort-requested

+ Yours

Cohort members get one custom connector

More connectors get built as customers ask for them. Founder-cohort members get a custom connector built for their shop — one per cohort member.

End of features tour

The list is long. The product is one conversation.

Book a demo Apply for Founder Cohort

30-day money-back guarantee · Guided implementation · Annual or 3-year terms